Researchers at the Bank of England have published a guide to machine learning and some of its central banking applications.

As Chiranjit Chakraborty and Andreas Joseph write in the staff working paper, machine learning has grown in prominence alongside the increasing use of big data. Machine learning is one way of extracting patterns from large, unstructured datasets, so it pairs well with the large volumes implied by trade repository data or information on prepositioned collateral that has